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Security Insights

Deep dives, expert analysis, and practical guidance on exposure management, adversarial validation, and the future of AI-driven exposure management.

CTEMPenetration Testing

Is Claude Mythos the End of Pentesting?

Claude Mythos found thousands of zero-days in Linux, browsers, and Apache. Does that make pentesting platforms obsolete? Understanding why models, harnesses, and platforms are three different things -- and why smarter AI makes Strobes more valuable, not less.

Apr 8, 202615 min

CompliancePenetration Testing

SOC 2 Penetration Testing Requirements

SOC 2 never names penetration testing in any criterion, yet auditors treat it as the load-bearing evidence for CC4.1 and CC7.x. Here is the gap between the letter and the audit.

Apr 5, 20267 min

Offensive SecurityCTEM

Strobes AI: The Agent Stack Specialized for Offensive Security

A deep-dive into the multi-agent architecture behind Strobes AI — 12 purpose-built offensive security agents, the Skills system, Human in the Loop governance, and the architectural properties that make continuous exposure management viable at scale.

Mar 27, 20268 min

Offensive SecurityPenetration Testing

Agentic Pentesting with Strobes AI

What happens when you point Strobes AI at a real web app and let it run a full OWASP WSTG assessment with zero hand-holding? 32 tasks, 21 phases, 42 confirmed vulnerabilities — all autonomous.

Mar 25, 20269 min

AI Harness for Offensive Security - Strobes blog cover showing multi-agent architecture concept

Offensive SecurityPenetration Testing

Building an AI Harness for Offensive Security: What It Takes to Turn LLMs Into Reliable Pentest and Validation Operators

The model is 20% of the problem. Here is the engineering story behind the orchestration, tooling, middleware, and infrastructure that turns a capable LLM into a reliable penetration testing operator.

Mar 22, 202614 min

Three-angle crawl strategy: static analysis, swarm crawling, browser handover into Strobes orchestrator

Penetration TestingOffensive Security

Why Crawling Is the Hardest Part of AI-Powered Pen Testing (And How We Fixed It)

AI agents are brilliant at reading code but terrible at navigating browsers. Here's how Strobes combines static analysis, CDP-based swarm crawling, and human browser handover to build a complete attack surface map before testing begins.

Mar 20, 202612 min

Offensive SecurityPenetration Testing

What Is a Red Team Assessment? (And How It Differs From Pentesting)

A red team assessment is a goal-based attack simulation that tests whether your SOC would catch a real adversary. Here is what one looks like end to end, with the detection gaps it exposes.

Jan 5, 20268 min

Network PentestingPenetration Testing

Wireless Penetration Testing Guide

A weak Wi-Fi key cracked from the parking lot can undo every firewall you own. Here is the wireless penetration testing workflow, with real hcxdumptool and hashcat output and the EAP-TLS fix that ends it.

Oct 7, 20257 min

Network PentestingPenetration Testing

Internal Network Penetration Testing Guide

Plug in a laptop, run one tool, and you often own the domain by lunch. Internal network penetration testing proves how far a single foothold reaches, and this guide shows the exact commands and output.

Sep 7, 20257 min

Penetration Testing

Types of Penetration Testing: Which One Does Your Business Need?

Cybersecurity isn’t just about compliance checklists or antivirus software anymore. Businesses are dealing with increasingly advanced threats, and attackers are not bound by boundaries or playbooks. They’ll go after weak credentials, misconfigured servers, exposed APIs, and even unsuspecting employe

Aug 20, 202513 min

Penetration Testing

Penetration Testing Methodology: Step-by-Step Breakdown for 2025

Cyber threats are sharper and more widespread than ever before, consistently finding new entry points across our intricate digital world, from sprawling cloud environments and complex APIs to the mobile apps we rely on and even dynamic containerized workloads. Relying solely on reactive security mea

Aug 1, 202514 min

Penetration Testing

How to Tame Your Multi-Cloud Attack Surface with Pentesting

Let’s face it most organizations aren’t using just one cloud provider anymore. Maybe your dev team loves AWS. Your analytics team prefers GCP. And someone else decided Azure was better for access controls. The result? A multi-cloud setup that’s great for flexibility but a nightmare for security and

Jun 25, 202512 min